FMAT: The Fill-Mask Association Test

The Fill-Mask Association Test ('FMAT') is an integrative and probability-based method using Masked Language Models to measure conceptual associations (e.g., attitudes, biases, stereotypes, social norms, cultural values) as propositions in natural language. Supported language models include 'BERT' <doi:10.48550/arXiv.1810.04805> and its variants available at 'Hugging Face' <https://huggingface.co/models?pipeline_tag=fill-mask>. Methodological references and installation guidance are provided at <https://psychbruce.github.io/FMAT/>.

Version: 2024.3
Depends: R (≥ 4.0.0)
Imports: PsychWordVec, reticulate, data.table, stringr, forcats, psych, glue, cli, purrr, plyr, dplyr, tidyr
Suggests: bruceR, text, nlme
Published: 2024-03-22
Author: Han-Wu-Shuang Bao ORCID iD [aut, cre]
Maintainer: Han-Wu-Shuang Bao <baohws at foxmail.com>
BugReports: https://github.com/psychbruce/FMAT/issues
License: GPL-3
URL: https://psychbruce.github.io/FMAT/
NeedsCompilation: no
SystemRequirements: Python (>= 3.9.0)
Materials: README NEWS
CRAN checks: FMAT results

Documentation:

Reference manual: FMAT.pdf

Downloads:

Package source: FMAT_2024.3.tar.gz
Windows binaries: r-prerel: FMAT_2024.3.zip, r-release: FMAT_2024.3.zip, r-oldrel: FMAT_2024.3.zip
macOS binaries: r-prerel (arm64): FMAT_2024.3.tgz, r-release (arm64): FMAT_2024.3.tgz, r-oldrel (arm64): FMAT_2024.3.tgz, r-prerel (x86_64): FMAT_2024.3.tgz, r-release (x86_64): FMAT_2024.3.tgz
Old sources: FMAT archive

Linking:

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